{"id":"W4399021622","doi":"10.1111/os.14099","title":"Comparison of Novel 3D‐printed Stepped Porous Metal Cones and Metaphyseal Sleeves for Reconstruction of Severe Knee Bone Defects: Short‐term Clinical Outcomes","year":2024,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiography; Osteoarthritis; Arthroplasty; Orthodontics; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00118307,0.0003246627,0.001987657,0.0004560905,0.00005298971,0.0000199047,0.00005038248,0.0002182289,0.00007805019],"category_scores_gemma":[0.001459996,0.000263821,0.001040117,0.000318109,0.000516328,0.0002281009,0.00008076097,0.0002985677,0.000003732306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981524,"about_ca_system_score_gemma":0.0002462566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002974494,"about_ca_topic_score_gemma":0.00005362953,"domain_scores_codex":[0.9968761,0.0001063652,0.001730892,0.0005176815,0.0004234255,0.0003455624],"domain_scores_gemma":[0.9945821,0.00431736,0.0003357863,0.0003591916,0.0001992338,0.0002062877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005637498,0.0003758651,0.8796414,0.0009947417,0.001091514,0.0000286585,0.0001310818,0.000002777273,0.002195823,0.0001161483,0.0002081832,0.1146501],"study_design_scores_gemma":[0.002407947,0.0005383712,0.9905226,0.0007001619,0.001526323,0.0006944094,0.000604264,0.0005715296,0.001287741,0.00002417114,0.0007890258,0.0003334976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924713,0.002770239,0.001007416,0.0002103311,0.002413131,0.000707324,0.0001473258,0.0001514485,0.0001214233],"genre_scores_gemma":[0.9947556,0.0001391555,0.00445722,0.00005476044,0.0001569313,0.00003876444,0.00007135845,0.00005777413,0.0002684891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1143166,"threshold_uncertainty_score":0.9999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06699642863846943,"score_gpt":0.358832463180227,"score_spread":0.2918360345417576,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}